I continued to work on refining my codes to be user-friendly and efficient. From my loop_pipeline program in week 8, I moved on to streamlining my stackplot code. It now has the optional keyword ARCSEC to make the x-axis be plotted in arcseconds provided that an index variable is fed into the program that contains the cdelt1 attribute (arcsecond to pixel ratio). I also refined the process of obtaining a quadrupole structure for events using the MPOLE programs. Finally, I worked on the codes to create magnetic flux graphs from the quadrupole model as well as the loops/stack variables for each wavelength.